Yukai Sun

collaborators

2 papers

cs.CV2026

NGS-Marker: Robust Native Watermarking for 3D Gaussian Splatting

Hao Qin, Yukai Sun, Luyuan Chen +5

With the rapid development and adoption of 3D Gaussian Splatting (3DGS), the need for effective copyright protection has become increasingly critical. Existing watermarking techniq…

cs.AI2026

$D^{2} R^{2}$ : Discrete Diffusion with Regulation Reinforcement for Single-Cell Perturbation Prediction

Ninghan Fan, Qi Liu, Xunuo Zhu +9

Predicting single-cell transcriptomic responses to genetic perturbations is central to functional genomics and virtual-cell modeling. Existing approaches, however, typically predic…

NGS-Marker: Robust Native Watermarking for 3D Gaussian Splatting

D2R2: Discrete Diffusion with Regulation Reinforcement for Single-Cell Perturbation Prediction

$D^{2} R^{2}$ : Discrete Diffusion with Regulation Reinforcement for Single-Cell Perturbation Prediction